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This session breaks down a real-world AI-driven ransomware attack built using Claude-style Vibe Hacking, jailbreak manipulation, and automated decision flows. We walk through an end-to-end attack chain: recon, exploitation, lateral movement, data targeting, encryption planning, and ransom negotiation. You’ll see how modern attackers exploit AI reasoning to speed up operations and bypass traditional controls, and what this means for defenders, SOC teams, red teamers, and incident responders. This talk was co-presented on the BSides Agra platform. What you’ll learn: • How Vibe Hacking manipulates AI model behavior • How Claude-style reasoning accelerates ransomware workflows • Where AI quietly amplifies attacker capabilities • Defensive insights for handling AI-augmented threats If you work in cybersecurity, this is the emerging frontier you cannot ignore. Our Promise We don’t teach AI from a textbook — we transfer the expertise and battle-tested experience needed to deploy it in the real world.Our mission is to bridge the gap between AI theory and enterprise transformation, empowering professionals to lead the next wave of intelligent innovation. 🌐 https://saavigen.ai | 🔗 LinkedIn: / nandakumar80 | 🧠 Blog: https://saavigen.ai/article.html 🌐 Learn more:👉 www.saavigenai.com📖 Explore our latest insights on the SaaviGenAI Blog: www.saavigenai.com/blog💼 Follow our updates and discussions on LinkedIn: / saavigenai Nanda Kumar Kirubakaran Generative AI Strategist | Founder & CEO, SaaviGen.AI Nanda Kumar Kirubakaran is a Generative AI strategist specializing in enterprise LLM deployment and security. He founded SaaviGen.AI to help organizations build production-ready GenAI systems that balance innovation with risk management. Background With 23+ years in enterprise technology, Nanda held senior leadership positions at Cisco, Hewlett Packard Enterprise (HPE), Aruba, and ChargePoint, where he led large-scale network operations and built high-performing cybersecurity and operations teams. At Cisco, he worked extensively on security product development—including SIEM and NextGen Firewall solutions—helping the organization achieve global compliance standards. His career has spanned cybersecurity consulting, security product development, NOC and SOC operations, and implementation of security compliance programs across global infrastructure. Current Focus As founder of SaaviGen.AI, Nanda is committed to guiding professionals and enterprises in their GenAI journey, with a strong emphasis on LLM security. Drawing on his 23+ years in cybersecurity and enterprise technology, he helps organizations implement and safeguard Generative AI initiatives—ensuring solutions are resilient against emerging risks. Nanda engages in industry discussions, leads executive-level sessions, and shares actionable expertise that bridges traditional security rigor with cutting-edge AI advancements. His mission is to empower organizations to unlock AI’s full potential—securely, responsibly, and with lasting impact. Expertise Areas AI Security (OWASP LLM Top 10, Prompt Injection Defense) LLMOps & Production Deployment Enterprise AI Governance 🌐 [saavigen.ai](https://saavigen.ai) | 🔗 [LinkedIn]( / nandakumar80 ) 📍 Location Tags:Bangalore | India | Global AI Security | Enterprise AI Training #AI #CyberSecurity #Ransomware #ClaudeAI #VibeHacking #CyberAttack #AIThreats #saavigenai